Wolf Telemetry Profile Report

Dataset statistics

Number of variables	18
Number of observations	239194
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	31.5 MiB
Average record size in memory	138.0 B

Variable types

Numeric	9
Boolean	1
Categorical	7
Unsupported	1

Alerts

`visible` has constant value "True"	Constant
`sensor-type` has constant value "gps"	Constant
`individual-taxon-canonical-name` has constant value "Canis lupus"	Constant
`study-name` has constant value "ABoVE: Boutin Alberta Grey Wolf"	Constant
`timestamp` has a high cardinality: 189637 distinct values	High cardinality
`study-local-timestamp` has a high cardinality: 189637 distinct values	High cardinality
`location-long` is highly correlated with `height-raw` and 1 other fields	High correlation
`location-lat` is highly correlated with `utm-northing`	High correlation
`height-raw` is highly correlated with `location-long` and 1 other fields	High correlation
`utm-easting` is highly correlated with `location-long` and 1 other fields	High correlation
`utm-northing` is highly correlated with `location-lat`	High correlation
`location-long` is highly correlated with `height-raw` and 1 other fields	High correlation
`location-lat` is highly correlated with `height-raw` and 1 other fields	High correlation
`height-raw` is highly correlated with `location-long` and 3 other fields	High correlation
`utm-easting` is highly correlated with `location-long` and 1 other fields	High correlation
`utm-northing` is highly correlated with `location-lat` and 1 other fields	High correlation
`location-long` is highly correlated with `utm-easting`	High correlation
`location-lat` is highly correlated with `utm-northing`	High correlation
`utm-easting` is highly correlated with `location-long`	High correlation
`utm-northing` is highly correlated with `location-lat`	High correlation
`individual-taxon-canonical-name` is highly correlated with `visible` and 4 other fields	High correlation
`visible` is highly correlated with `individual-taxon-canonical-name` and 4 other fields	High correlation
`study-name` is highly correlated with `individual-taxon-canonical-name` and 4 other fields	High correlation
`sensor-type` is highly correlated with `individual-taxon-canonical-name` and 4 other fields	High correlation
`study-timezone` is highly correlated with `individual-taxon-canonical-name` and 3 other fields	High correlation
`utm-zone` is highly correlated with `individual-taxon-canonical-name` and 3 other fields	High correlation
`event-id` is highly correlated with `location-long` and 3 other fields	High correlation
`location-long` is highly correlated with `event-id` and 4 other fields	High correlation
`location-lat` is highly correlated with `event-id` and 4 other fields	High correlation
`external-temperature` is highly correlated with `study-timezone`	High correlation
`tag-local-identifier` is highly correlated with `event-id`	High correlation
`utm-easting` is highly correlated with `location-long` and 3 other fields	High correlation
`utm-northing` is highly correlated with `event-id` and 4 other fields	High correlation
`utm-zone` is highly correlated with `location-long` and 3 other fields	High correlation
`study-timezone` is highly correlated with `external-temperature`	High correlation
`event-id` is uniformly distributed	Uniform
`timestamp` is uniformly distributed	Uniform
`study-local-timestamp` is uniformly distributed	Uniform
`event-id` has unique values	Unique
`individual-local-identifier` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`external-temperature` has 7883 (3.3%) zeros	Zeros

Reproduction

Analysis started	2021-11-11 22:19:58.138942
Analysis finished	2021-11-11 22:20:32.226047
Duration	34.09 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

event-id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	239194
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9710414520

Minimum	9710294924
Maximum	9710534117
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 MiB

Quantile statistics

Minimum	9710294924
5-th percentile	9710306884
Q1	9710354722
median	9710414520
Q3	9710474319
95-th percentile	9710522157
Maximum	9710534117
Range	239193
Interquartile range (IQR)	119596.5

Descriptive statistics

Standard deviation	69049.50448
Coefficient of variation (CV)	7.110870945 × 10^-6
Kurtosis	-1.2
Mean	9710414520
Median Absolute Deviation (MAD)	59798.5
Skewness	4.498026642 × 10^-16
Sum	2.322672891 × 10¹⁵
Variance	4767834069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9710340097	1	< 0.1%
9710517501	1	< 0.1%
9710525681	1	< 0.1%
9710523632	1	< 0.1%
9710521587	1	< 0.1%
9710519538	1	< 0.1%
9710533877	1	< 0.1%
9710531828	1	< 0.1%
9710529783	1	< 0.1%
9710527734	1	< 0.1%
Other values (239184)	239184	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9710294924	1	< 0.1%
9710294925	1	< 0.1%
9710294926	1	< 0.1%
9710294927	1	< 0.1%
9710294928	1	< 0.1%
9710294929	1	< 0.1%
9710294930	1	< 0.1%
9710294931	1	< 0.1%
9710294932	1	< 0.1%
9710294933	1	< 0.1%

Value	Count	Frequency (%)
9710534117	1	< 0.1%
9710534116	1	< 0.1%
9710534115	1	< 0.1%
9710534114	1	< 0.1%
9710534113	1	< 0.1%
9710534112	1	< 0.1%
9710534111	1	< 0.1%
9710534110	1	< 0.1%
9710534109	1	< 0.1%
9710534108	1	< 0.1%

visible
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	467.3 KiB

True	239194

Common Values
Chart

Value	Count	Frequency (%)
True	239194	100.0%

timestamp
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	189637
Distinct (%)	79.3%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

2012-03-23 10:00:29.000	16
2012-03-27 10:00:29.000	15
2012-03-21 10:00:29.000	15
2012-03-27 22:00:29.000	14
2012-04-04 22:00:29.000	14
Other values (189632)	239120

Length

Max length	23
Median length	23
Mean length	23
Min length	23

Characters and Unicode

Total characters	5501462
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	154667 ?
Unique (%)	64.7%

Sample

1st row	2013-12-19 00:00:44.000
2nd row	2013-12-19 12:00:45.000
3rd row	2013-12-20 00:00:44.000
4th row	2013-12-20 12:00:44.000
5th row	2013-12-21 00:00:44.000

Common Values

Value	Count	Frequency (%)
2012-03-23 10:00:29.000	16	< 0.1%
2012-03-27 10:00:29.000	15	< 0.1%
2012-03-21 10:00:29.000	15	< 0.1%
2012-03-27 22:00:29.000	14	< 0.1%
2012-04-04 22:00:29.000	14	< 0.1%
2012-03-25 04:00:29.000	14	< 0.1%
2012-03-25 22:00:29.000	13	< 0.1%
2012-03-21 16:00:29.000	13	< 0.1%
2012-04-07 16:00:29.000	13	< 0.1%
2012-04-05 10:00:29.000	13	< 0.1%
Other values (189627)	239054	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
10:00:29.000	2109	0.4%
04:00:29.000	1941	0.4%
22:00:29.000	1900	0.4%
07:00:29.000	1882	0.4%
16:00:29.000	1828	0.4%
2012-04-10	1824	0.4%
2012-04-12	1822	0.4%
2012-04-13	1821	0.4%
2012-04-16	1821	0.4%
2012-04-09	1820	0.4%
Other values (14704)	459620	96.1%

Most occurring characters

Value	Count	Frequency (%)
0	1726526	31.4%
1	784017	14.3%
2	599797	10.9%
-	478388	8.7%
:	478388	8.7%
3	261920	4.8%
4	239396	4.4%
	239194	4.3%
.	239194	4.3%
5	136034	2.5%
Other values (4)	318608	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4066298	73.9%
Other Punctuation	717582	13.0%
Dash Punctuation	478388	8.7%
Space Separator	239194	4.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1726526	42.5%
1	784017	19.3%
2	599797	14.8%
3	261920	6.4%
4	239396	5.9%
5	136034	3.3%
6	95287	2.3%
9	87433	2.2%
7	68587	1.7%
8	67301	1.7%

Other Punctuation

Value	Count	Frequency (%)
:	478388	66.7%
.	239194	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	478388	100.0%

Space Separator

Value	Count	Frequency (%)
	239194	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5501462	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1726526	31.4%
1	784017	14.3%
2	599797	10.9%
-	478388	8.7%
:	478388	8.7%
3	261920	4.8%
4	239396	4.4%
	239194	4.3%
.	239194	4.3%
5	136034	2.5%
Other values (4)	318608	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5501462	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1726526	31.4%
1	784017	14.3%
2	599797	10.9%
-	478388	8.7%
:	478388	8.7%
3	261920	4.8%
4	239396	4.4%
	239194	4.3%
.	239194	4.3%
5	136034	2.5%
Other values (4)	318608	5.8%

location-long
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	183369
Distinct (%)	76.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-111.7361772

Minimum	-115.791907
Maximum	-110.703109
Zeros	0
Zeros (%)	0.0%
Negative	239194
Negative (%)	100.0%
Memory size	1.8 MiB

Quantile statistics

Minimum	-115.791907
5-th percentile	-112.3091405
Q1	-111.9618555
median	-111.671905
Q3	-111.477346
95-th percentile	-111.2075907
Maximum	-110.703109
Range	5.088798
Interquartile range (IQR)	0.4845095

Descriptive statistics

Standard deviation	0.3654941019
Coefficient of variation (CV)	-0.003271045342
Kurtosis	2.340819931
Mean	-111.7361772
Median Absolute Deviation (MAD)	0.233387
Skewness	-0.9266874694
Sum	-26726623.16
Variance	0.1335859386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-111.932846	41	< 0.1%
-111.932876	38	< 0.1%
-111.931211	32	< 0.1%
-111.296281	26	< 0.1%
-111.430852	25	< 0.1%
-112.077905	25	< 0.1%
-111.931224	25	< 0.1%
-111.450258	23	< 0.1%
-111.45027	22	< 0.1%
-111.932889	21	< 0.1%
Other values (183359)	238916	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-115.791907	1	< 0.1%
-115.754928	1	< 0.1%
-115.741921	1	< 0.1%
-115.738746	1	< 0.1%
-115.701642	1	< 0.1%
-115.628552	1	< 0.1%
-115.603947	1	< 0.1%
-115.603806	1	< 0.1%
-115.601628	1	< 0.1%
-115.599229	1	< 0.1%

Value	Count	Frequency (%)
-110.703109	1	< 0.1%
-110.786528	1	< 0.1%
-110.845371	1	< 0.1%
-110.845421	1	< 0.1%
-110.846151	1	< 0.1%
-110.872521	1	< 0.1%
-110.878595	1	< 0.1%
-110.878731	1	< 0.1%
-110.884923	1	< 0.1%
-110.888784	1	< 0.1%

location-lat
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	184497
Distinct (%)	77.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.09680406

Minimum	55.622621
Maximum	60.568555
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 MiB

Quantile statistics

Minimum	55.622621
5-th percentile	56.56211465
Q1	56.7058
median	56.9332795
Q3	57.34693125
95-th percentile	57.73891035
Maximum	60.568555
Range	4.945934
Interquartile range (IQR)	0.64113125

Descriptive statistics

Standard deviation	0.6912884859
Coefficient of variation (CV)	0.01210730613
Kurtosis	9.55094609
Mean	57.09680406
Median Absolute Deviation (MAD)	0.2572585
Skewness	2.786582195
Sum	13657212.95
Variance	0.4778797708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.683956	20	< 0.1%
57.072318	18	< 0.1%
57.072313	18	< 0.1%
57.072328	16	< 0.1%
57.072327	15	< 0.1%
57.072303	15	< 0.1%
57.072379	15	< 0.1%
57.072369	15	< 0.1%
56.960303	14	< 0.1%
57.072383	13	< 0.1%
Other values (184487)	239035	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
55.622621	1	< 0.1%
55.625193	1	< 0.1%
55.625605	1	< 0.1%
55.628226	1	< 0.1%
55.628723	1	< 0.1%
55.628728	1	< 0.1%
55.628745	1	< 0.1%
55.628746	1	< 0.1%
55.628759	1	< 0.1%
55.628771	1	< 0.1%

Value	Count	Frequency (%)
60.568555	1	< 0.1%
60.568508	1	< 0.1%
60.568496	1	< 0.1%
60.568485	1	< 0.1%
60.546609	1	< 0.1%
60.498292	1	< 0.1%
60.452133	1	< 0.1%
60.406567	1	< 0.1%
60.406489	1	< 0.1%
60.367734	1	< 0.1%

external-temperature
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	86
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.715912607

Minimum	-33
Maximum	55
Zeros	7883
Zeros (%)	3.3%
Negative	81436
Negative (%)	34.0%
Memory size	1.8 MiB

Quantile statistics

Minimum	-33
5-th percentile	-15
Q1	-3
median	4
Q3	14
95-th percentile	24
Maximum	55
Range	88
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	11.90581803
Coefficient of variation (CV)	2.524605316
Kurtosis	-0.3340920936
Mean	4.715912607
Median Absolute Deviation (MAD)	8
Skewness	0.02194794282
Sum	1128018
Variance	141.7485031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	8397	3.5%
2	8378	3.5%
1	8336	3.5%
4	8059	3.4%
3	8020	3.4%
0	7883	3.3%
-2	7880	3.3%
-3	7835	3.3%
6	7509	3.1%
5	7506	3.1%
Other values (76)	159391	66.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-33	11	< 0.1%
-32	21	< 0.1%
-30	25	< 0.1%
-29	66	< 0.1%
-28	116	< 0.1%
-27	191	0.1%
-26	289	0.1%
-25	386	0.2%
-24	473	0.2%
-23	649	0.3%

Value	Count	Frequency (%)
55	3	< 0.1%
54	2	< 0.1%
53	4	< 0.1%
52	2	< 0.1%
51	3	< 0.1%
50	2	< 0.1%
49	4	< 0.1%
48	3	< 0.1%
47	2	< 0.1%
46	12	< 0.1%

gps:dop
Real number (ℝ_≥0)

Distinct	103
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.436039366

Minimum	0.2
Maximum	24.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 MiB

Quantile statistics

Minimum	0.2
5-th percentile	0.6
Q1	1.8
median	2
Q3	2.8
95-th percentile	5
Maximum	24.8
Range	24.6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.528486256
Coefficient of variation (CV)	0.6274472727
Kurtosis	36.99050467
Mean	2.436039366
Median Absolute Deviation (MAD)	0.2
Skewness	4.469849627
Sum	582686
Variance	2.336270235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.8	44157	18.5%
2	41587	17.4%
1.6	41173	17.2%
2.2	34925	14.6%
3.2	13117	5.5%
3.4	10569	4.4%
0.6	10299	4.3%
3.6	8744	3.7%
3.8	7236	3.0%
4.8	3213	1.3%
Other values (93)	24174	10.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	38	< 0.1%
0.4	2028	0.8%
0.6	10299	4.3%
1	3	< 0.1%
1.2	161	0.1%
1.4	871	0.4%
1.6	41173	17.2%
1.8	44157	18.5%
2	41587	17.4%
2.2	34925	14.6%

Value	Count	Frequency (%)
24.8	1	< 0.1%
24.6	6	< 0.1%
24.4	6	< 0.1%
24.2	3	< 0.1%
24	28	< 0.1%
23.2	1	< 0.1%
23	10	< 0.1%
22.8	7	< 0.1%
22.6	10	< 0.1%
22.4	9	< 0.1%

height-raw
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION

Distinct	38907
Distinct (%)	16.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	343.5655176

Minimum	-83.62
Maximum	6337.09
Zeros	0
Zeros (%)	0.0%
Negative	8
Negative (%)	< 0.1%
Memory size	1.8 MiB

Quantile statistics

Minimum	-83.62
5-th percentile	205.28
Q1	282.05
median	338.95
Q3	401.95
95-th percentile	488.54
Maximum	6337.09
Range	6420.71
Interquartile range (IQR)	119.9

Descriptive statistics

Standard deviation	87.31794086
Coefficient of variation (CV)	0.2541522254
Kurtosis	93.76256085
Mean	343.5655176
Median Absolute Deviation (MAD)	59.83
Skewness	1.627299106
Sum	82178810.41
Variance	7624.422796
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
386.38	34	< 0.1%
384.7	30	< 0.1%
321.77	27	< 0.1%
348.33	27	< 0.1%
309.04	27	< 0.1%
322.23	25	< 0.1%
322.57	25	< 0.1%
342.81	25	< 0.1%
328.8	25	< 0.1%
329.65	25	< 0.1%
Other values (38897)	238924	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-83.62	1	< 0.1%
-73.71	1	< 0.1%
-65.5	1	< 0.1%
-51.43	1	< 0.1%
-33.46	1	< 0.1%
-13.78	1	< 0.1%
-12.9	1	< 0.1%
-4.5	1	< 0.1%
0.43	1	< 0.1%
2.82	1	< 0.1%

Value	Count	Frequency (%)
6337.09	1	< 0.1%
2254.37	1	< 0.1%
1645.03	1	< 0.1%
1300.34	1	< 0.1%
1075.57	1	< 0.1%
1007.78	1	< 0.1%
1007.74	1	< 0.1%
924.64	1	< 0.1%
921.79	1	< 0.1%
914.03	1	< 0.1%

sensor-type
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

gps	239194

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	717582
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	gps
2nd row	gps
3rd row	gps
4th row	gps
5th row	gps

Common Values

Value	Count	Frequency (%)
gps	239194	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
gps	239194	100.0%

Most occurring characters

Value	Count	Frequency (%)
g	239194	33.3%
p	239194	33.3%
s	239194	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	717582	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
g	239194	33.3%
p	239194	33.3%
s	239194	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	717582	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
g	239194	33.3%
p	239194	33.3%
s	239194	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	717582	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
g	239194	33.3%
p	239194	33.3%
s	239194	33.3%

individual-taxon-canonical-name
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

Canis lupus	239194

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	2631134
Distinct characters	9
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Canis lupus
2nd row	Canis lupus
3rd row	Canis lupus
4th row	Canis lupus
5th row	Canis lupus

Common Values

Value	Count	Frequency (%)
Canis lupus	239194	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
canis	239194	50.0%
lupus	239194	50.0%

Most occurring characters

Value	Count	Frequency (%)
s	478388	18.2%
u	478388	18.2%
C	239194	9.1%
a	239194	9.1%
n	239194	9.1%
i	239194	9.1%
	239194	9.1%
l	239194	9.1%
p	239194	9.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2152746	81.8%
Uppercase Letter	239194	9.1%
Space Separator	239194	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	478388	22.2%
u	478388	22.2%
a	239194	11.1%
n	239194	11.1%
i	239194	11.1%
l	239194	11.1%
p	239194	11.1%

Uppercase Letter

Value	Count	Frequency (%)
C	239194	100.0%

Space Separator

Value	Count	Frequency (%)
	239194	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2391940	90.9%
Common	239194	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	478388	20.0%
u	478388	20.0%
C	239194	10.0%
a	239194	10.0%
n	239194	10.0%
i	239194	10.0%
l	239194	10.0%
p	239194	10.0%

Common

Value	Count	Frequency (%)
	239194	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2631134	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	478388	18.2%
u	478388	18.2%
C	239194	9.1%
a	239194	9.1%
n	239194	9.1%
i	239194	9.1%
	239194	9.1%
l	239194	9.1%
p	239194	9.1%

tag-local-identifier
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31031.32844

Minimum	13790
Maximum	35260
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 MiB

Quantile statistics

Minimum	13790
5-th percentile	13794
Q1	32255
median	32263
Q3	33672
95-th percentile	33679
Maximum	35260
Range	21470
Interquartile range (IQR)	1417

Descriptive statistics

Standard deviation	5537.370128
Coefficient of variation (CV)	0.1784445078
Kurtosis	5.686306793
Mean	31031.32844
Median Absolute Deviation (MAD)	11
Skewness	-2.742033107
Sum	7422507575
Variance	30662467.94
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
32261	16414	6.9%
32263	12896	5.4%
33678	11457	4.8%
32254	11391	4.8%
13794	11356	4.7%
32251	11344	4.7%
33679	10913	4.6%
32264	8827	3.7%
32252	8709	3.6%
32259	8703	3.6%
Other values (33)	127184	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13790	5531	2.3%
13791	661	0.3%
13792	3383	1.4%
13793	1032	0.4%
13794	11356	4.7%
15008	39	< 0.1%
15009	105	< 0.1%
32251	11344	4.7%
32252	8709	3.6%
32253	3949	1.7%

Value	Count	Frequency (%)
35260	85	< 0.1%
33681	5206	2.2%
33680	4716	2.0%
33679	10913	4.6%
33678	11457	4.8%
33677	6252	2.6%
33676	4316	1.8%
33675	3816	1.6%
33674	7789	3.3%
33673	3834	1.6%

individual-local-identifier
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

study-name
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

ABoVE: Boutin Alberta Grey Wolf	239194

Length

Max length	31
Median length	31
Mean length	31
Min length	31

Characters and Unicode

Total characters	7415014
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ABoVE: Boutin Alberta Grey Wolf
2nd row	ABoVE: Boutin Alberta Grey Wolf
3rd row	ABoVE: Boutin Alberta Grey Wolf
4th row	ABoVE: Boutin Alberta Grey Wolf
5th row	ABoVE: Boutin Alberta Grey Wolf

Common Values

Value	Count	Frequency (%)
ABoVE: Boutin Alberta Grey Wolf	239194	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
above	239194	20.0%
boutin	239194	20.0%
alberta	239194	20.0%
grey	239194	20.0%
wolf	239194	20.0%

Most occurring characters

Value	Count	Frequency (%)
	956776	12.9%
o	717582	9.7%
A	478388	6.5%
e	478388	6.5%
t	478388	6.5%
r	478388	6.5%
B	478388	6.5%
l	478388	6.5%
W	239194	3.2%
y	239194	3.2%
Other values (10)	2391940	32.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4305492	58.1%
Uppercase Letter	1913552	25.8%
Space Separator	956776	12.9%
Other Punctuation	239194	3.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	717582	16.7%
e	478388	11.1%
t	478388	11.1%
r	478388	11.1%
l	478388	11.1%
y	239194	5.6%
a	239194	5.6%
n	239194	5.6%
b	239194	5.6%
i	239194	5.6%
Other values (2)	478388	11.1%

Uppercase Letter

Value	Count	Frequency (%)
A	478388	25.0%
B	478388	25.0%
W	239194	12.5%
G	239194	12.5%
E	239194	12.5%
V	239194	12.5%

Space Separator

Value	Count	Frequency (%)
	956776	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	239194	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6219044	83.9%
Common	1195970	16.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	717582	11.5%
A	478388	7.7%
e	478388	7.7%
t	478388	7.7%
r	478388	7.7%
B	478388	7.7%
l	478388	7.7%
W	239194	3.8%
y	239194	3.8%
G	239194	3.8%
Other values (8)	1913552	30.8%

Common

Value	Count	Frequency (%)
	956776	80.0%
:	239194	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7415014	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	956776	12.9%
o	717582	9.7%
A	478388	6.5%
e	478388	6.5%
t	478388	6.5%
r	478388	6.5%
B	478388	6.5%
l	478388	6.5%
W	239194	3.2%
y	239194	3.2%
Other values (10)	2391940	32.3%

utm-easting
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	233158
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	455378.6155

Minimum	321264.6663
Maximum	666940.885
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 MiB

Quantile statistics

Minimum	321264.6663
5-th percentile	420062.0664
Q1	441570.828
median	459903.0252
Q3	471141.1709
95-th percentile	487318.566
Maximum	666940.885
Range	345676.2187
Interquartile range (IQR)	29570.34288

Descriptive statistics

Standard deviation	22444.5914
Coefficient of variation (CV)	0.04928775889
Kurtosis	1.43709283
Mean	455378.6155
Median Absolute Deviation (MAD)	14085.83387
Skewness	-0.8460651585
Sum	1.089238326 × 10¹¹
Variance	503759683.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
443440.7473	16	< 0.1%
443442.5737	14	< 0.1%
481855.4285	12	< 0.1%
443541.7759	12	< 0.1%
443442.5889	12	< 0.1%
473798.8941	10	< 0.1%
477807.1738	10	< 0.1%
443440.761	10	< 0.1%
443541.009	10	< 0.1%
443541.791	10	< 0.1%
Other values (233148)	239078	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
321264.6663	1	< 0.1%
332765.2364	1	< 0.1%
332962.4868	1	< 0.1%
333001.0338	1	< 0.1%
337731.1275	1	< 0.1%
340792.7734	1	< 0.1%
343707.6344	1	< 0.1%
345914.791	1	< 0.1%
345915.1754	1	< 0.1%
345915.299	1	< 0.1%

Value	Count	Frequency (%)
666940.885	1	< 0.1%
638158.0909	1	< 0.1%
617525.6078	1	< 0.1%
616721.3955	1	< 0.1%
616287.5323	1	< 0.1%
615732.6773	1	< 0.1%
608440.0062	1	< 0.1%
600237.4966	1	< 0.1%
599977.5209	1	< 0.1%
599922.2481	1	< 0.1%

utm-northing
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	233158
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6328465.624

Minimum	6165653.236
Maximum	6715338.568
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 MiB

Quantile statistics

Minimum	6165653.236
5-th percentile	6269219.647
Q1	6284742.306
median	6310361.042
Q3	6356189.124
95-th percentile	6399735.457
Maximum	6715338.568
Range	549685.332
Interquartile range (IQR)	71446.81812

Descriptive statistics

Standard deviation	76887.2272
Coefficient of variation (CV)	0.01214942638
Kurtosis	9.575902845
Mean	6328465.624
Median Absolute Deviation (MAD)	28796.21584
Skewness	2.794177083
Sum	1.513731006 × 10¹²
Variance	5911645706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6325822.002	16	< 0.1%
6325822.534	14	< 0.1%
6325823.647	12	< 0.1%
6283664.46	12	< 0.1%
6325826.857	12	< 0.1%
6296819.198	10	< 0.1%
6325827.97	10	< 0.1%
6313049.634	10	< 0.1%
6325823.004	10	< 0.1%
6325828.426	10	< 0.1%
Other values (233148)	239078	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6165653.236	1	< 0.1%
6165961.044	1	< 0.1%
6165964.254	1	< 0.1%
6166253.324	1	< 0.1%
6166367.654	1	< 0.1%
6166367.987	1	< 0.1%
6166369.984	1	< 0.1%
6166369.996	1	< 0.1%
6166371.545	1	< 0.1%
6166372.843	1	< 0.1%

Value	Count	Frequency (%)
6715338.568	1	< 0.1%
6715333.351	1	< 0.1%
6715332.053	1	< 0.1%
6715330.696	1	< 0.1%
6712897.698	1	< 0.1%
6707454.539	1	< 0.1%
6702241.941	1	< 0.1%
6697143.365	1	< 0.1%
6697133.781	1	< 0.1%
6692797.709	1	< 0.1%

utm-zone
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

12N	239161
11N	33

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	717582
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	12N
2nd row	12N
3rd row	12N
4th row	12N
5th row	12N

Common Values

Value	Count	Frequency (%)
12N	239161	> 99.9%
11N	33	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
12n	239161	> 99.9%
11n	33	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	239227	33.3%
N	239194	33.3%
2	239161	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	478388	66.7%
Uppercase Letter	239194	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	239227	50.0%
2	239161	50.0%

Uppercase Letter

Value	Count	Frequency (%)
N	239194	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	478388	66.7%
Latin	239194	33.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	239227	50.0%
2	239161	50.0%

Latin

Value	Count	Frequency (%)
N	239194	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	717582	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	239227	33.3%
N	239194	33.3%
2	239161	33.3%

study-timezone
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

Mountain Daylight Time	127047
Mountain Standard Time	112147

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	5262268
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Mountain Standard Time
2nd row	Mountain Standard Time
3rd row	Mountain Standard Time
4th row	Mountain Standard Time
5th row	Mountain Standard Time

Common Values

Value	Count	Frequency (%)
Mountain Daylight Time	127047	53.1%
Mountain Standard Time	112147	46.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
mountain	239194	33.3%
time	239194	33.3%
daylight	127047	17.7%
standard	112147	15.6%

Most occurring characters

Value	Count	Frequency (%)
i	605435	11.5%
n	590535	11.2%
a	590535	11.2%
t	478388	9.1%
	478388	9.1%
M	239194	4.5%
T	239194	4.5%
u	239194	4.5%
o	239194	4.5%
e	239194	4.5%
Other values (9)	1323017	25.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4066298	77.3%
Uppercase Letter	717582	13.6%
Space Separator	478388	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	605435	14.9%
n	590535	14.5%
a	590535	14.5%
t	478388	11.8%
u	239194	5.9%
o	239194	5.9%
e	239194	5.9%
m	239194	5.9%
d	224294	5.5%
y	127047	3.1%
Other values (4)	493288	12.1%

Uppercase Letter

Value	Count	Frequency (%)
M	239194	33.3%
T	239194	33.3%
D	127047	17.7%
S	112147	15.6%

Space Separator

Value	Count	Frequency (%)
	478388	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4783880	90.9%
Common	478388	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	605435	12.7%
n	590535	12.3%
a	590535	12.3%
t	478388	10.0%
M	239194	5.0%
T	239194	5.0%
u	239194	5.0%
o	239194	5.0%
e	239194	5.0%
m	239194	5.0%
Other values (8)	1083823	22.7%

Common

Value	Count	Frequency (%)
	478388	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5262268	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	605435	11.5%
n	590535	11.2%
a	590535	11.2%
t	478388	9.1%
	478388	9.1%
M	239194	4.5%
T	239194	4.5%
u	239194	4.5%
o	239194	4.5%
e	239194	4.5%
Other values (9)	1323017	25.1%

study-local-timestamp
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	189637
Distinct (%)	79.3%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

2012-03-23 04:00:29.000	16
2012-03-27 04:00:29.000	15
2012-03-21 04:00:29.000	15
2012-03-27 16:00:29.000	14
2012-03-24 22:00:29.000	14
Other values (189632)	239120

Length

Max length	23
Median length	23
Mean length	23
Min length	23

Characters and Unicode

Total characters	5501462
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	154667 ?
Unique (%)	64.7%

Sample

1st row	2013-12-18 17:00:44.000
2nd row	2013-12-19 05:00:45.000
3rd row	2013-12-19 17:00:44.000
4th row	2013-12-20 05:00:44.000
5th row	2013-12-20 17:00:44.000

Common Values

Value	Count	Frequency (%)
2012-03-23 04:00:29.000	16	< 0.1%
2012-03-27 04:00:29.000	15	< 0.1%
2012-03-21 04:00:29.000	15	< 0.1%
2012-03-27 16:00:29.000	14	< 0.1%
2012-03-24 22:00:29.000	14	< 0.1%
2012-04-04 16:00:29.000	14	< 0.1%
2012-04-05 04:00:29.000	13	< 0.1%
2012-03-25 16:00:29.000	13	< 0.1%
2012-03-21 10:00:29.000	13	< 0.1%
2012-04-07 10:00:29.000	13	< 0.1%
Other values (189627)	239054	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2012-04-10	1824	0.4%
2012-04-13	1823	0.4%
2012-04-09	1822	0.4%
2012-04-12	1820	0.4%
2012-04-11	1818	0.4%
2012-04-16	1815	0.4%
2012-04-18	1812	0.4%
2012-04-17	1800	0.4%
2012-04-14	1800	0.4%
2012-04-15	1784	0.4%
Other values (14985)	460270	96.2%

Most occurring characters

Value	Count	Frequency (%)
0	1729253	31.4%
1	784294	14.3%
2	597742	10.9%
-	478388	8.7%
:	478388	8.7%
3	261239	4.7%
	239194	4.3%
.	239194	4.3%
4	237951	4.3%
5	137399	2.5%
Other values (4)	318420	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4066298	73.9%
Other Punctuation	717582	13.0%
Dash Punctuation	478388	8.7%
Space Separator	239194	4.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1729253	42.5%
1	784294	19.3%
2	597742	14.7%
3	261239	6.4%
4	237951	5.9%
5	137399	3.4%
6	95350	2.3%
9	86980	2.1%
8	69331	1.7%
7	66759	1.6%

Other Punctuation

Value	Count	Frequency (%)
:	478388	66.7%
.	239194	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	478388	100.0%

Space Separator

Value	Count	Frequency (%)
	239194	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5501462	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1729253	31.4%
1	784294	14.3%
2	597742	10.9%
-	478388	8.7%
:	478388	8.7%
3	261239	4.7%
	239194	4.3%
.	239194	4.3%
4	237951	4.3%
5	137399	2.5%
Other values (4)	318420	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5501462	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1729253	31.4%
1	784294	14.3%
2	597742	10.9%
-	478388	8.7%
:	478388	8.7%
3	261239	4.7%
	239194	4.3%
.	239194	4.3%
4	237951	4.3%
5	137399	2.5%
Other values (4)	318420	5.8%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	event-id	visible	timestamp	location-long	location-lat	external-temperature	gps:dop	height-raw	sensor-type	individual-taxon-canonical-name	tag-local-identifier	individual-local-identifier	study-name	utm-easting	utm-northing	utm-zone	study-timezone	study-local-timestamp
0	9710294924	True	2013-12-19 00:00:44.000	-111.990073	57.212889	-22.0	2.6	350.59	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	440200.250982	6.341519e+06	12N	Mountain Standard Time	2013-12-18 17:00:44.000
1	9710294925	True	2013-12-19 12:00:45.000	-112.043078	57.211016	-8.0	1.6	335.05	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	436995.735523	6.341358e+06	12N	Mountain Standard Time	2013-12-19 05:00:45.000
2	9710294926	True	2013-12-20 00:00:44.000	-112.105655	57.260090	-5.0	1.8	409.08	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	433304.783325	6.346880e+06	12N	Mountain Standard Time	2013-12-19 17:00:44.000
3	9710294927	True	2013-12-20 12:00:44.000	-112.105336	57.261037	-12.0	1.6	414.98	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	433325.735759	6.346985e+06	12N	Mountain Standard Time	2013-12-20 05:00:44.000
4	9710294928	True	2013-12-21 00:00:44.000	-112.105630	57.260091	-9.0	1.8	416.13	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	433306.293102	6.346880e+06	12N	Mountain Standard Time	2013-12-20 17:00:44.000
5	9710294929	True	2013-12-21 12:00:44.000	-112.105605	57.260063	-10.0	2.0	418.13	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	433307.750479	6.346877e+06	12N	Mountain Standard Time	2013-12-21 05:00:44.000
6	9710294930	True	2013-12-22 00:00:44.000	-112.114396	57.256069	-20.0	1.8	416.40	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	432770.213812	6.346441e+06	12N	Mountain Standard Time	2013-12-21 17:00:44.000
7	9710294931	True	2013-12-22 12:00:45.000	-112.005741	57.191187	-3.0	2.2	404.36	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	439218.306362	6.339117e+06	12N	Mountain Standard Time	2013-12-22 05:00:45.000
8	9710294932	True	2013-12-23 00:01:44.000	-111.977330	57.258910	-8.0	2.0	355.62	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	441043.375480	6.346630e+06	12N	Mountain Standard Time	2013-12-22 17:01:44.000
9	9710294933	True	2013-12-23 12:00:38.000	-111.954527	57.323258	-2.0	1.6	359.67	gps	Canis lupus	13791	13791	ABoVE: Boutin Alberta Grey Wolf	442519.311265	6.353773e+06	12N	Mountain Standard Time	2013-12-23 05:00:38.000

Last rows

	event-id	visible	timestamp	location-long	location-lat	external-temperature	gps:dop	height-raw	sensor-type	individual-taxon-canonical-name	tag-local-identifier	individual-local-identifier	study-name	utm-easting	utm-northing	utm-zone	study-timezone	study-local-timestamp
239184	9710389521	True	2014-06-17 19:00:59.000	-111.453243	56.692432	22.0	2.0	255.76	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	472239.826370	6.283241e+06	12N	Mountain Daylight Time	2014-06-17 13:00:59.000
239185	9710389522	True	2014-06-18 07:00:53.000	-111.490650	56.712015	14.0	1.8	344.00	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	469964.350348	6.285437e+06	12N	Mountain Daylight Time	2014-06-18 01:00:53.000
239186	9710389523	True	2014-06-19 07:01:30.000	-111.517445	56.721736	16.0	1.6	354.67	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	468332.253078	6.286531e+06	12N	Mountain Daylight Time	2014-06-19 01:01:30.000
239187	9710389524	True	2014-06-19 19:00:29.000	-111.525638	56.712830	25.0	2.2	350.22	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	467823.242337	6.285544e+06	12N	Mountain Daylight Time	2014-06-19 13:00:29.000
239188	9710389525	True	2014-06-20 07:00:59.000	-111.516988	56.719126	18.0	2.2	354.06	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	468358.029751	6.286240e+06	12N	Mountain Daylight Time	2014-06-20 01:00:59.000
239189	9710389526	True	2014-06-20 19:00:29.000	-111.519134	56.720067	20.0	3.8	353.46	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	468227.479806	6.286346e+06	12N	Mountain Daylight Time	2014-06-20 13:00:29.000
239190	9710389527	True	2014-06-21 07:00:53.000	-111.517532	56.721867	18.0	2.2	357.11	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	468327.038830	6.286546e+06	12N	Mountain Daylight Time	2014-06-21 01:00:53.000
239191	9710389528	True	2014-06-21 19:00:29.000	-111.514991	56.722486	22.0	3.8	346.52	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	468483.064131	6.286613e+06	12N	Mountain Daylight Time	2014-06-21 13:00:29.000
239192	9710389529	True	2014-06-22 07:00:53.000	-111.526562	56.713383	17.0	1.8	361.25	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	467767.153505	6.285606e+06	12N	Mountain Daylight Time	2014-06-22 01:00:53.000
239193	9710389530	True	2014-06-22 19:00:55.000	-111.729617	56.749038	22.0	2.2	460.30	gps	Canis lupus	32263	32263B	ABoVE: Boutin Alberta Grey Wolf	455379.877664	6.289688e+06	12N	Mountain Daylight Time	2014-06-22 13:00:55.000

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length